Title :
A sufficient condition for the existence of a stable equilibrium point in nonsymmetric cellular neural networks
Author :
Arik, Sabri ; Tavsanoglu, Vedat
Author_Institution :
Dept. of Electron., Istanbul Univ., Turkey
Abstract :
We obtain a new sufficient condition for the existence of a stable equilibrium point in the total saturation region for nonsymmetric cellular neural networks (CNNs). It is shown that if the sum of the elements of each row of the feedback matrix is greater than one, a nonsymmetric CNN possesses a stable equilibrium point in the total saturation region
Keywords :
cellular neural nets; feedback; matrix algebra; stability; feedback matrix; nonsymmetric cellular neural networks; stable equilibrium point; sufficient condition; total saturation region; Cellular neural networks; Electronic mail; Equations; Intelligent networks; Neurofeedback; Output feedback; Stability; State feedback; Sufficient conditions; Symmetric matrices;
Conference_Titel :
Cellular Neural Networks and Their Applications Proceedings, 1998 Fifth IEEE International Workshop on
Conference_Location :
London
Print_ISBN :
0-7803-4867-2
DOI :
10.1109/CNNA.1998.685333
